From 189519c3d1315a7e5aa73e56a5b58360400f03e6 Mon Sep 17 00:00:00 2001 From: Meta Vens Date: Sun, 24 May 2026 16:10:40 +0100 Subject: [PATCH] Add bioacoustic clock and actuator proofs --- .../blur-light/post-warp.wav | Bin 0 -> 72044 bytes .../blur-light/pre-warp.wav | Bin 0 -> 72044 bytes .../reconstructed-from-detections.wav | Bin 0 -> 72044 bytes .../blur-light/summary.json | 97 +++++++ .../clean-roundtrip/post-warp.wav | Bin 0 -> 72044 bytes .../clean-roundtrip/pre-warp.wav | Bin 0 -> 72044 bytes .../reconstructed-from-detections.wav | Bin 0 -> 72044 bytes .../clean-roundtrip/summary.json | 97 +++++++ .../warp-heavy-blur/post-warp.wav | Bin 0 -> 72044 bytes .../warp-heavy-blur/pre-warp.wav | Bin 0 -> 72044 bytes .../reconstructed-from-detections.wav | Bin 0 -> 72044 bytes .../warp-heavy-blur/summary.json | 92 ++++++ .../warp-light-blur/post-warp.wav | Bin 0 -> 72044 bytes .../warp-light-blur/pre-warp.wav | Bin 0 -> 72044 bytes .../reconstructed-from-detections.wav | Bin 0 -> 72044 bytes .../warp-light-blur/summary.json | 102 +++++++ .../warp-light/post-warp.wav | Bin 0 -> 72044 bytes .../warp-light/pre-warp.wav | Bin 0 -> 72044 bytes .../reconstructed-from-detections.wav | Bin 0 -> 72044 bytes .../warp-light/summary.json | 102 +++++++ .../bioacoustic-training.cc | Bin 0 -> 34397 bytes .../blur-light/post-warp.wav | Bin 0 -> 72044 bytes .../blur-light/pre-warp.wav | Bin 0 -> 72044 bytes .../reconstructed-from-detections.wav | Bin 0 -> 72044 bytes .../blur-light/summary.json | 96 +++++++ .../clean-roundtrip/post-warp.wav | Bin 0 -> 72044 bytes .../clean-roundtrip/pre-warp.wav | Bin 0 -> 72044 bytes .../reconstructed-from-detections.wav | Bin 0 -> 72044 bytes .../clean-roundtrip/summary.json | 96 +++++++ .../warp-heavy-blur/post-warp.wav | Bin 0 -> 72044 bytes .../warp-heavy-blur/pre-warp.wav | Bin 0 -> 72044 bytes .../reconstructed-from-detections.wav | Bin 0 -> 72044 bytes .../warp-heavy-blur/summary.json | 111 ++++++++ .../warp-light-blur/post-warp.wav | Bin 0 -> 72044 bytes .../warp-light-blur/pre-warp.wav | Bin 0 -> 72044 bytes .../reconstructed-from-detections.wav | Bin 0 -> 72044 bytes .../warp-light-blur/summary.json | 111 ++++++++ .../warp-light/post-warp.wav | Bin 0 -> 72044 bytes .../warp-light/pre-warp.wav | Bin 0 -> 72044 bytes .../reconstructed-from-detections.wav | Bin 0 -> 72044 bytes .../warp-light/summary.json | 116 ++++++++ .../blur-light/post-warp.wav | Bin 0 -> 72044 bytes .../blur-light/pre-warp.wav | Bin 0 -> 72044 bytes .../reconstructed-from-detections.wav | Bin 0 -> 72044 bytes .../blur-light/summary.json | 102 +++++++ .../clean-roundtrip/post-warp.wav | Bin 0 -> 72044 bytes .../clean-roundtrip/pre-warp.wav | Bin 0 -> 72044 bytes .../reconstructed-from-detections.wav | Bin 0 -> 72044 bytes .../clean-roundtrip/summary.json | 97 +++++++ .../warp-heavy-blur/post-warp.wav | Bin 0 -> 72044 bytes .../warp-heavy-blur/pre-warp.wav | Bin 0 -> 72044 bytes .../reconstructed-from-detections.wav | Bin 0 -> 72044 bytes .../warp-heavy-blur/summary.json | 102 +++++++ .../warp-light-blur/post-warp.wav | Bin 0 -> 72044 bytes .../warp-light-blur/pre-warp.wav | Bin 0 -> 72044 bytes .../reconstructed-from-detections.wav | Bin 0 -> 72044 bytes .../warp-light-blur/summary.json | 97 +++++++ .../warp-light/post-warp.wav | Bin 0 -> 72044 bytes .../warp-light/pre-warp.wav | Bin 0 -> 72044 bytes .../reconstructed-from-detections.wav | Bin 0 -> 72044 bytes .../warp-light/summary.json | 107 +++++++ .../blur-light/post-warp.wav | Bin 0 -> 72044 bytes .../robust-wide-index/blur-light/pre-warp.wav | Bin 0 -> 72044 bytes .../reconstructed-from-detections.wav | Bin 0 -> 72044 bytes .../robust-wide-index/blur-light/summary.json | 98 +++++++ .../clean-roundtrip/post-warp.wav | Bin 0 -> 72044 bytes .../clean-roundtrip/pre-warp.wav | Bin 0 -> 72044 bytes .../reconstructed-from-detections.wav | Bin 0 -> 72044 bytes .../clean-roundtrip/summary.json | 98 +++++++ .../warp-heavy-blur/post-warp.wav | Bin 0 -> 72044 bytes .../warp-heavy-blur/pre-warp.wav | Bin 0 -> 72044 bytes .../reconstructed-from-detections.wav | Bin 0 -> 72044 bytes .../warp-heavy-blur/summary.json | 103 +++++++ .../warp-light-blur/post-warp.wav | Bin 0 -> 72044 bytes .../warp-light-blur/pre-warp.wav | Bin 0 -> 72044 bytes .../reconstructed-from-detections.wav | Bin 0 -> 72044 bytes .../warp-light-blur/summary.json | 103 +++++++ .../warp-light/post-warp.wav | Bin 0 -> 72044 bytes .../robust-wide-index/warp-light/pre-warp.wav | Bin 0 -> 72044 bytes .../reconstructed-from-detections.wav | Bin 0 -> 72044 bytes .../robust-wide-index/warp-light/summary.json | 113 ++++++++ .../run-summary.json | 19 ++ .../source-pre-warp.wav | Bin 0 -> 72044 bytes docs/bioacoustic-timeline-watermark.md | 8 + docs/bioacoustic-training-harness.md | 36 +++ docs/implementation-plan.md | 7 +- faust/mimir_alignment_actuator.dsp | 37 +++ notes/current-system-map.md | 6 + src/Mimir.BufferSmoke/Program.cs | 265 +++++++++++++++++- state/evidence.jsonl | 2 + 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z1+0VQJqYp_j#Awegz*h9eRXD@ string.Equals(arg, "--bioacoustic-train", StringComparison.O ParseStringOption(args, "--output", "artifacts/bioacoustic-training")).ConfigureAwait(false); } +if (args.Any(arg => string.Equals(arg, "--bioacoustic-actuator-self-test", StringComparison.OrdinalIgnoreCase))) +{ + return RunBioacousticActuatorSelfTest( + ParseIntOption(args, "--sample-rate", MimirBioacousticTimeline.SampleRate), + ParseDoubleOption(args, "--delay-samples", 317.375)); +} + if (args.Any(arg => string.Equals(arg, "--standalone-chirp-bin-self-test", StringComparison.OrdinalIgnoreCase))) { return RunStandaloneChirpBinSelfTest( @@ -470,6 +477,7 @@ static int RunBioacousticCepstralSmoke(int sampleRate, double seconds) var recall = expectedEvents.Count == 0 ? 0.0 : correctAnchors / (double)expectedEvents.Count; var confidence = observations.Count == 0 ? 0.0 : observations.Average(observation => observation.Confidence); var mae = MeanCepstralTimingError(observations, timeline, sampleRate); + var clock = FitBioacousticClockHypothesis(observations, timeline, sampleRate); var passed = correctAnchors >= Math.Min(3, expectedEvents.Count) && precision >= 0.50 && recall >= 0.35 && @@ -477,6 +485,7 @@ static int RunBioacousticCepstralSmoke(int sampleRate, double seconds) Console.WriteLine( $"bioacoustic-cepstral-smoke decoder=indexed-mfcc-word setting={setting.Name} observations={observations.Count} correct={correctAnchors}/{expectedEvents.Count} " + $"precision={precision:0.000} recall={recall:0.000} confidence={confidence:0.000} mae={mae:0.000} " + + $"globalAnchors={clock?.AnchorCount ?? 0} globalMae={clock?.MeanAbsoluteErrorSamples ?? double.PositiveInfinity:0.000} globalOffset={clock?.SourceOffsetSamples ?? double.NaN:0.000} globalRate={clock?.EffectiveSampleRate ?? double.NaN:0.000} " + $"melBins={analysis.MelBins} cepstra={analysis.CepstralCoefficients} stftFrames={analysis.FrameCount} rmsRatio={analysis.RmsRatio:0.000} pass={passed}"); if (!passed) { @@ -557,11 +566,12 @@ static async Task RunBioacousticTrainingAsync(int sampleRate, double second var recall = expectedEvents.Count == 0 ? 0.0 : correctAnchors / (double)expectedEvents.Count; var confidence = observations.Count == 0 ? 0.0 : observations.Average(observation => observation.Confidence); var timingMae = MeanCepstralTimingError(observations, timeline, sampleRate); + var clock = FitBioacousticClockHypothesis(observations, timeline, sampleRate); + var globalTimingMae = clock?.MeanAbsoluteErrorSamples ?? double.PositiveInfinity; + var anchorCoverage = expectedEvents.Count == 0 || clock == null ? 0.0 : clock.AnchorCount / (double)expectedEvents.Count; var realtime = decodeMilliseconds <= 0.0 ? double.PositiveInfinity : seconds * 1000.0 / decodeMilliseconds; var identityScore = precision * 0.45 + recall * 0.45 + confidence * 0.10; - var timingScore = double.IsFinite(timingMae) - ? 1.0 / (1.0 + timingMae / Math.Max(1.0, sampleRate * 0.005)) - : 0.0; + var timingScore = clock?.Confidence ?? 0.0; var speedScore = Math.Clamp(realtime / 50.0, 0.0, 1.0); var totalScore = identityScore * 0.62 + timingScore * 0.18 + speedScore * 0.20; var reconstructed = ReconstructDetectedBioacousticSong(observations, source.Length, sampleRate); @@ -595,6 +605,16 @@ static async Task RunBioacousticTrainingAsync(int sampleRate, double second analysis.CepstralCoefficients, analysis.FrameCount, analysis.RmsRatio, + clock == null + ? new BioacousticClockHypothesisSnapshot(0, 0, 0, 0, 0, 0, 0) + : new BioacousticClockHypothesisSnapshot( + clock.AnchorCount, + clock.SourceOffsetSamples, + clock.EffectiveSampleRate, + clock.MeanAbsoluteErrorSamples, + clock.Confidence, + clock.Score, + anchorCoverage), new BioacousticTrainingDecoderSnapshot( hypothesis.Decoder.FftSize, hypothesis.Decoder.HopSize, @@ -633,7 +653,7 @@ static async Task RunBioacousticTrainingAsync(int sampleRate, double second results.Add(result); Console.WriteLine( $"bioacoustic-train hypothesis={hypothesis.Id} degradation={degradation.Name} total={totalScore:0.000} identity={identityScore:0.000} timing={timingScore:0.000} speed={speedScore:0.000} " + - $"precision={precision:0.000} recall={recall:0.000} confidence={confidence:0.000} mae={timingMae:0.000} decodeMs={decodeMilliseconds:0.000} realtime={realtime:0.0}x artifacts={RelativePath(Directory.GetCurrentDirectory(), settingDirectory)}"); + $"precision={precision:0.000} recall={recall:0.000} confidence={confidence:0.000} mae={timingMae:0.000} globalMae={globalTimingMae:0.000} globalAnchors={clock?.AnchorCount ?? 0} anchorCoverage={anchorCoverage:0.000} decodeMs={decodeMilliseconds:0.000} realtime={realtime:0.0}x artifacts={RelativePath(Directory.GetCurrentDirectory(), settingDirectory)}"); } } @@ -784,6 +804,66 @@ static int RunActiveSyncSelfTest(int sampleRate, MimirAudioSyncMode mode) : 1; } +static int RunBioacousticActuatorSelfTest(int sampleRate, double delaySamples) +{ + var segments = Enumerable.Range(0, 4) + .Select(segment => MimirBioacousticTimeline.Default.RenderSegmentMonoFloat((ulong)segment, sampleRate)) + .ToArray(); + var reference = new float[segments.Sum(segment => segment.Length)]; + var writeOffset = 0; + foreach (var segment in segments) + { + Array.Copy(segment, 0, reference, writeOffset, segment.Length); + writeOffset += segment.Length; + } + + var delayed = ApplyFractionalDelay(reference, delaySamples); + var before = EstimateBioacousticDelay(reference, delayed, sampleRate); + if (before == null) + { + Console.Error.WriteLine("bioacoustic actuator self-test failed: analyzer could not estimate the delayed candidate"); + return 1; + } + + var corrected = ApplyFractionalDelay(delayed, -before.FractionalDelaySamples); + var after = EstimateBioacousticDelay(reference, corrected, sampleRate); + if (after == null) + { + Console.Error.WriteLine("bioacoustic actuator self-test failed: analyzer could not estimate the corrected candidate"); + return 1; + } + + var beforeError = Math.Abs(before.FractionalDelaySamples - delaySamples); + var afterResidual = Math.Abs(after.FractionalDelaySamples); + Console.WriteLine( + $"bioacoustic-actuator-self-test estimatedDelay={before.FractionalDelaySamples:0.000000} expected={delaySamples:0.000000} beforeErrorSamples={beforeError:0.000000} " + + $"correctedResidualSamples={afterResidual:0.000000} correctedResidualUs={afterResidual * 1_000_000.0 / sampleRate:0.000} beforeConfidence={before.Confidence:0.000} afterConfidence={after.Confidence:0.000}"); + return beforeError < 0.05 && + afterResidual * 1_000_000.0 / sampleRate < 1.0 && + after.Confidence > 0.70 + ? 0 + : 1; +} + +static MimirAudioSynchronizationReport? EstimateBioacousticDelay(float[] reference, float[] candidate, int sampleRate) +{ + const string referenceSourceId = "actuator-reference"; + const string candidateSourceId = "actuator-candidate"; + var referenceBuffer = new MimirRollingStreamBuffer( + new MimirStreamDescriptor(referenceSourceId, MimirStreamKind.Audio, MimirStreamOrigin.LocalDevice), + TimeSpan.FromSeconds(5)); + var candidateBuffer = new MimirRollingStreamBuffer( + new MimirStreamDescriptor(candidateSourceId, MimirStreamKind.Audio, MimirStreamOrigin.LocalDevice), + TimeSpan.FromSeconds(5)); + AppendFloatBlock(referenceBuffer, referenceSourceId, reference, sampleRate); + AppendFloatBlock(candidateBuffer, candidateSourceId, candidate, sampleRate); + + var analyzer = new MimirAudioSynchronizationAnalyzer(); + return analyzer + .Analyze([referenceBuffer, candidateBuffer], referenceSourceId, MimirAudioSyncMode.ChirpOnly) + .SingleOrDefault(); +} + static string SyncModeLabel(MimirAudioSyncMode mode) { return mode == MimirAudioSyncMode.ChirpOnly ? "chirp-only" : "hybrid"; @@ -1543,6 +1623,151 @@ static double MeanCepstralTimingError( Math.Abs(observation.SampleOffset - timeline.EventForIndex(observation.EventIndex).StartSeconds * sampleRate)); } +static BioacousticClockHypothesis? FitBioacousticClockHypothesis( + IReadOnlyList observations, + MimirBioacousticTimeline timeline, + int sampleRate) +{ + var anchors = observations + .Select(observation => new BioacousticClockAnchor( + observation.EventIndex, + timeline.EventForIndex(observation.EventIndex).StartSeconds, + observation.SampleOffset, + Math.Clamp(observation.Confidence, 0.001, 1.0))) + .OrderByDescending(anchor => anchor.Confidence) + .Take(24) + .ToArray(); + if (anchors.Length == 0) + { + return null; + } + + var candidates = new List(); + foreach (var anchor in anchors) + { + var offset = anchor.SampleOffset - anchor.TimelineSeconds * sampleRate; + AddClockCandidate(candidates, anchors, sampleRate, offset, sampleRate); + } + + if (anchors.Length >= 3) + { + for (var first = 0; first < anchors.Length; first++) + { + for (var second = first + 1; second < anchors.Length; second++) + { + var dt = anchors[second].TimelineSeconds - anchors[first].TimelineSeconds; + if (Math.Abs(dt) < 0.08) + { + continue; + } + + var rate = (anchors[second].SampleOffset - anchors[first].SampleOffset) / dt; + if (!double.IsFinite(rate) || rate < sampleRate * 0.98 || rate > sampleRate * 1.02) + { + continue; + } + + var offset = anchors[first].SampleOffset - anchors[first].TimelineSeconds * rate; + AddClockCandidate(candidates, anchors, sampleRate, offset, rate); + } + } + } + + return candidates + .OrderByDescending(candidate => candidate.Score) + .ThenBy(candidate => candidate.MeanAbsoluteErrorSamples) + .FirstOrDefault(); +} + +static void AddClockCandidate( + List candidates, + IReadOnlyList anchors, + int nominalSampleRate, + double sourceOffsetSamples, + double effectiveSampleRate) +{ + var tolerance = Math.Max(36.0, nominalSampleRate * 0.012); + var inliers = anchors + .Where(anchor => Math.Abs(anchor.SampleOffset - (sourceOffsetSamples + anchor.TimelineSeconds * effectiveSampleRate)) <= tolerance) + .ToArray(); + if (inliers.Length == 0) + { + return; + } + + var refined = FitBioacousticClockToInliers(inliers, nominalSampleRate); + if (refined != null) + { + candidates.Add(refined); + } +} + +static BioacousticClockHypothesis? FitBioacousticClockToInliers( + IReadOnlyList anchors, + int nominalSampleRate) +{ + if (anchors.Count == 0) + { + return null; + } + + if (anchors.Count == 1) + { + var anchor = anchors[0]; + var offset = anchor.SampleOffset - anchor.TimelineSeconds * nominalSampleRate; + var singleAnchorConfidence = anchor.Confidence * 0.20; + return new BioacousticClockHypothesis( + offset, + nominalSampleRate, + 1, + 0.0, + singleAnchorConfidence, + singleAnchorConfidence, + anchors.ToArray()); + } + + var totalWeight = anchors.Sum(anchor => Math.Max(1.0e-6, anchor.Confidence)); + var meanTimeline = anchors.Sum(anchor => anchor.TimelineSeconds * Math.Max(1.0e-6, anchor.Confidence)) / totalWeight; + var meanSample = anchors.Sum(anchor => anchor.SampleOffset * Math.Max(1.0e-6, anchor.Confidence)) / totalWeight; + var covariance = 0.0; + var variance = 0.0; + foreach (var anchor in anchors) + { + var weight = Math.Max(1.0e-6, anchor.Confidence); + var dt = anchor.TimelineSeconds - meanTimeline; + covariance += weight * dt * (anchor.SampleOffset - meanSample); + variance += weight * dt * dt; + } + + var effectiveSampleRate = anchors.Count >= 3 && variance > 1.0e-12 ? covariance / variance : nominalSampleRate; + if (!double.IsFinite(effectiveSampleRate) || + effectiveSampleRate < nominalSampleRate * 0.98 || + effectiveSampleRate > nominalSampleRate * 1.02) + { + effectiveSampleRate = nominalSampleRate; + } + + var sourceOffset = meanSample - effectiveSampleRate * meanTimeline; + var weightedResidual = anchors.Sum(anchor => + { + var predicted = sourceOffset + anchor.TimelineSeconds * effectiveSampleRate; + return Math.Abs(anchor.SampleOffset - predicted) * Math.Max(1.0e-6, anchor.Confidence); + }) / totalWeight; + var residualConfidence = 1.0 / (1.0 + weightedResidual / Math.Max(1.0, nominalSampleRate * 0.001)); + var countConfidence = Math.Clamp(anchors.Count / 5.0, 0.0, 1.0); + var anchorConfidence = Math.Clamp(anchors.Average(anchor => anchor.Confidence), 0.0, 1.0); + var confidence = residualConfidence * 0.35 + countConfidence * 0.45 + anchorConfidence * 0.20; + var score = confidence + Math.Min(anchors.Count, 8) * 0.15 - weightedResidual / Math.Max(1.0, nominalSampleRate * 0.010); + return new BioacousticClockHypothesis( + sourceOffset, + effectiveSampleRate, + anchors.Count, + weightedResidual, + confidence, + score, + anchors.ToArray()); +} + static double CepstralDistance(IReadOnlyList first, IReadOnlyList second) { var sum = 0.0; @@ -2180,6 +2405,21 @@ internal sealed record CepstralWordObservation( double SampleOffset, double Confidence); +internal sealed record BioacousticClockAnchor( + ulong EventIndex, + double TimelineSeconds, + double SampleOffset, + double Confidence); + +internal sealed record BioacousticClockHypothesis( + double SourceOffsetSamples, + double EffectiveSampleRate, + int AnchorCount, + double MeanAbsoluteErrorSamples, + double Confidence, + double Score, + IReadOnlyList Anchors); + internal sealed record CepstralWordIndex( IReadOnlyList Templates, IReadOnlyDictionary<(int Table, int Hash), List> Buckets); @@ -2215,9 +2455,20 @@ public sealed record BioacousticTrainingResult( [property: Key(23)] int RoundTripCepstralCoefficients, [property: Key(24)] int RoundTripFrameCount, [property: Key(25)] double RoundTripRmsRatio, - [property: Key(26)] BioacousticTrainingDecoderSnapshot Decoder, - [property: Key(27)] BioacousticTrainingArtifact[] Artifacts, - [property: Key(28)] BioacousticTrainingObservation[] Observations); + [property: Key(26)] BioacousticClockHypothesisSnapshot ClockHypothesis, + [property: Key(27)] BioacousticTrainingDecoderSnapshot Decoder, + [property: Key(28)] BioacousticTrainingArtifact[] Artifacts, + [property: Key(29)] BioacousticTrainingObservation[] Observations); + +[MessagePackObject] +public sealed record BioacousticClockHypothesisSnapshot( + [property: Key(0)] int AnchorCount, + [property: Key(1)] double SourceOffsetSamples, + [property: Key(2)] double EffectiveSampleRate, + [property: Key(3)] double MeanAbsoluteErrorSamples, + [property: Key(4)] double Confidence, + [property: Key(5)] double Score, + [property: Key(6)] double AnchorCoverage); [MessagePackObject] public sealed record BioacousticTrainingDecoderSnapshot( diff --git a/state/evidence.jsonl b/state/evidence.jsonl index 9d25eb6..28223a7 100644 --- a/state/evidence.jsonl +++ b/state/evidence.jsonl @@ -84,3 +84,5 @@ {"ts": "2026-05-23T23:45:11+01:00", "type": "decision", "status": "ok", "note": "Added Perfect Machine domain index plus 2026-05-23 architecture/optimization/reference study and sample implementation sketches for decoder, SIMD/GPU scoring, actuator, and native rings."} {"ts": "2026-05-24T01:55:37+01:00", "type": "decision", "status": "ok", "note": "Completed corrected two-hour Perfect Machine study pass from 2026-05-23T23:54:42.9041588+01:00 through 2026-05-24T01:54:56.9747630+01:00; research/perfect-machine-study-2026-05-23 now indexes decoder architecture, acoustic field models, calibration sessions, Fensalir/native boundaries, distributed receivers, benchmarks, failure modes, low-level notes, and sample implementation sketches."} {"ts": "2026-05-24T11:38:08+01:00", "type": "implementation", "status": "ok", "note": "Added bioacoustic indexed-cepstral training harness with CultLib/CultCache typed result receipts and WAV artifact directories. Latest run artifacts/bioacoustic-training/bioacoustic-20260524-103438 scored 20 hypothesis/degradation cases; identity often survives mel-cepstral warp/blur, but timing MAE under warp points next at a global clock/path hypothesis rather than larger brute-force matching."} +{"ts": "2026-05-24T16:06:07+01:00", "type": "implementation", "status": "ok", "note": "Added global bioacoustic clock hypothesis scoring to the training harness and the first Faust-owned alignment actuator surface. Corrected receipt artifacts/bioacoustic-training/bioacoustic-20260524-150000 favors baseline-mfcc-index/blur-light with total 0.766 after penalizing low-anchor timing fits. bioacoustic-actuator-self-test estimates 317.375 samples, applies fractional correction, and remeasures 0.000 us residual; faust/mimir_alignment_actuator.dsp validates through Faust C++ generation."} +{"ts": "2026-05-24T16:09:30+01:00", "type": "implementation", "status": "ok", "note": "Extended the corrected bioacoustic training run to 0.75s in artifacts/bioacoustic-training/bioacoustic-20260524-150729. Compact indexing wins clean throughput at total 0.752/realtime 6.6x, baseline remains steadier under degradation, highband has warped-path value, and anchor density/time-to-lock should become explicit metrics."} diff --git a/state/map.yaml b/state/map.yaml index 813d035..57b4edd 100644 --- a/state/map.yaml +++ b/state/map.yaml @@ -128,11 +128,13 @@ accepted_design: confirmation. `Mimir.BufferSmoke --bioacoustic-train` now runs a receipt-backed hypothesis panel over indexed cepstral decoder shapes and writes typed CultCache results plus pre-warp/post-warp/reconstructed WAV - artifacts under `artifacts/bioacoustic-training/`. The latest receipt - `bioacoustic-20260524-103438` shows compact indexing is fastest on clean - audio, baseline indexing is more stable under light warp, highband indexing - can win blur/warp-blur cases, and timing error under domain warp remains - the pressure for a global clock/path hypothesis. `MimirChirpBinTimeline` remains the controlled chirp-bin + artifacts under `artifacts/bioacoustic-training/`. The first receipt + `bioacoustic-20260524-103438` showed compact indexing fastest on clean + audio and exposed timing error under domain warp. The corrected receipt + `bioacoustic-20260524-150729` adds global clock hypothesis scoring over a + longer window; compact indexing wins clean throughput, baseline indexing + remains steadier under degradation, highband indexing has warped-path value, + and anchor density needs its own metric. `MimirChirpBinTimeline` remains the controlled chirp-bin calibration/reference artifact with ASIO tooling and `MimirChirpBinCalibrationModel`; keep those captures as response evidence, not the active runtime sound. Reports and sync states expose delay in @@ -146,7 +148,12 @@ accepted_design: correctly accepts strong passive evidence at 2.772 us error. The synthetic standalone receiver proof `--standalone-bioacoustic-self-test --sample-rate 48000 --delay-samples 1269.5` recovers delayed source time below printed - microsecond precision using only the codebook/schedule. The synthetic + microsecond precision using only the codebook/schedule. `--bioacoustic-actuator-self-test + --sample-rate 48000 --delay-samples 317.375` now proves the first + measurement-to-sample-movement loop: estimate bioacoustic delay, apply + fractional correction, and remeasure residual below printed microsecond + precision. `faust/mimir_alignment_actuator.dsp` is the first Faust-owned + actuator surface for six channels of bounded fractional delay/gain. The synthetic codebook proof is `dotnet run --project .\src\Mimir.BufferSmoke\Mimir.BufferSmoke.csproj -- --bioacoustic-self-test`. `Mimir.BufferSmoke --render-chirp-bin-f32` plus

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It should run faster if identity survives; otherwise it dies with a receipt.", + "DegradationName": "warp-light-blur", + "SampleRate": 48000, + "Seconds": 0.75, + "ExpectedEvents": 5, + "ObservationCount": 7, + "CorrectAnchors": 4, + "Precision": 0.5714285714285714, + "Recall": 0.8, + "Confidence": 0.8129263643415109, + "TimingMeanAbsoluteErrorSamples": 66377.14285714286, + "DecodeMilliseconds": 127.6446, + "RealtimeFactor": 5.875689218345312, + "IdentityScore": 0.6984354935770083, + "TimingScore": 0.7217464317178384, + "SpeedScore": 0.11751378436690624, + "TotalScore": 0.5864471206003372, + "RoundTripMelBins": 48, + "RoundTripCepstralCoefficients": 20, + "RoundTripFrameCount": 67, + "RoundTripRmsRatio": 0.00014185500315276218, + "ClockHypothesis": { + "AnchorCount": 2, + "SourceOffsetSamples": -1919.9999999999982, + "EffectiveSampleRate": 48000, + "MeanAbsoluteErrorSamples": 9.160269247376375E-13, + "Confidence": 0.7217464317178384, + "Score": 1.0217464317178364 + }, + "Decoder": { + 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